Microsoft

Microsoft Advanced Analytics Techniques with Generative AI Specialization

Microsoft

Microsoft Advanced Analytics Techniques with Generative AI Specialization

Advance Analytics Skills with AI.

Build analytics, forecasting, and automation skills using Microsoft tools and generative AI.

 Microsoft

Instructor: Microsoft

Access provided by Taipei Medical University & IOOOI Ally

Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 months to complete
at 9 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 months to complete
at 9 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Build predictive, regression, and forecasting models using R and AI-assisted workflows

  • Automate data cleaning, coding, reporting, and analysis tasks with generative AI tools

  • Analyze text, anomalies, risks, and scenarios to support better decisions

  • Create dashboards, maps, reports, and portfolio projects using Microsoft tools

Details to know

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Taught in English
Recently updated!

May 2026

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Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Microsoft

Specialization - 5 course series

Statistical Analysis and Advanced Techniques

Statistical Analysis and Advanced Techniques

Course 1, 28 hours

What you'll learn

Skills you'll gain

Category: R Programming
Category: Regression Analysis
Category: Model Evaluation
Category: Time Series Analysis and Forecasting
Category: Logistic Regression
Category: Statistical Analysis
Category: Statistical Hypothesis Testing
Category: Forecasting
Category: Statistical Methods
Category: Predictive Modeling
Category: Probability & Statistics
Category: Generative AI
Category: Statistical Modeling
Category: R (Software)
Category: Power BI
Advanced Data Applications and Integration

Advanced Data Applications and Integration

Course 2, 19 hours

What you'll learn

Skills you'll gain

Category: Leaflet (Software)
Category: R Programming
Category: Rmarkdown
Category: Interactive Data Visualization
Category: Web Scraping
Category: Cloud Storage
Category: Data Collection
Category: Data Integration
Category: Data Transformation
Category: Data Modeling
Category: Database Management
Category: Data Migration
Category: Data Engineering
Category: R (Software)
Category: Data Ethics
Category: Data Pipelines
Category: Big Data
Category: Data Security
Category: Data Warehousing
Category: Microsoft Azure
Advanced Data Analysis with Generative AI

Advanced Data Analysis with Generative AI

Course 3, 17 hours

What you'll learn

Skills you'll gain

Category: Generative AI
Category: Predictive Modeling
Category: Anomaly Detection
Category: Feature Engineering
Category: Unstructured Data
Category: Predictive Analytics
Category: Text Mining
Category: Data Mining
Category: Forecasting
Category: Data Cleansing
Category: Advanced Analytics
Category: Trend Analysis
Category: Deep Learning
Category: Data Visualization
Category: Data Analysis
Category: Time Series Analysis and Forecasting
Category: Machine Learning
Category: Prompt Engineering
Category: Data-Driven Decision-Making
Category: Data Transformation
Scenario and Root Cause Analysis with Generative AI

Scenario and Root Cause Analysis with Generative AI

Course 4, 15 hours

What you'll learn

Skills you'll gain

Category: Generative AI
Category: Root Cause Analysis
Category: Predictive Analytics
Category: Scenario Testing
Category: AI literacy
Category: Business Analysis
Category: Problem Solving
Category: Data Visualization
Category: Decision Intelligence
Category: Strategic Decision-Making
Category: Risk Mitigation
Category: Risk Management
Category: Responsible AI
Category: Business Intelligence
Category: Data-Driven Decision-Making
Category: Prompt Engineering
Category: Machine Learning
Category: Process Improvement
Category: Data Analysis
Category: Risk Analysis

What you'll learn

Skills you'll gain

Category: Generative AI
Category: Prompt Engineering
Category: AI Integrations
Category: Data Analysis
Category: Automation
Category: Debugging
Category: Statistical Analysis
Category: Data Engineering
Category: Business Intelligence
Category: Data Ethics
Category: Business Process Automation
Category: Data Pipelines
Category: Responsible AI
Category: Data Cleansing
Category: Data Processing
Category: Data Transformation
Category: AI Workflows
Category: Predictive Analytics

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Instructor

 Microsoft
335 Courses2,580,545 learners

Offered by

Microsoft

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